{"product_id":"artificial-intelligence-with-python-cookbook-proven-recipes-for-applying-ai-algorithms-and-deep-learning-techniques-using-tensorflow-2-x-and-pytorch-paperback-1","title":"Artificial Intelligence with Python Cookbook: Proven recipes for applying AI algorithms and deep learning techniques using TensorFlow 2.x and PyTorch - Paperback","description":"\u003cdiv\u003e\u003cp style=\"text-align: right;\"\u003e\u003ca href=\"https:\/\/reportcopyrightinfringement.com\/\" target=\"_blank\" rel=\"nofollow\"\u003e\u003cb\u003eReport copyright infringement\u003c\/b\u003e\u003c\/a\u003e\u003c\/p\u003e\u003c\/div\u003e\u003cp\u003eby \u003cb\u003eBen Auffarth\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWork through practical recipes to learn how to solve complex machine learning and deep learning problems using Python\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eKey features\u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eGet up and running with artificial intelligence in no time using hands-on problem-solving recipes\u003c\/li\u003e\n\u003cli\u003eExplore popular Python libraries and tools to build AI solutions for images, text, sounds, and images\u003c\/li\u003e\n\u003cli\u003eImplement NLP, reinforcement learning, deep learning, GANs, Monte-Carlo tree search, and much more\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eBook Description\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eArtificial intelligence (AI) plays an integral role in automating problem-solving. This involves predicting and classifying data and training agents to execute tasks successfully. This book will teach you how to solve complex problems with the help of independent and insightful recipes ranging from the essentials to advanced methods that have just come out of research.\u003c\/p\u003e\u003cp\u003e \u003c\/p\u003e\u003cp\u003eArtificial Intelligence with Python Cookbook starts by showing you how to set up your Python environment and taking you through the fundamentals of data exploration. Moving ahead, you'll be able to implement heuristic search techniques and genetic algorithms. In addition to this, you'll apply probabilistic models, constraint optimization, and reinforcement learning. As you advance through the book, you'll build deep learning models for text, images, video, and audio, and then delve into algorithmic bias, style transfer, music generation, and AI use cases in the healthcare and insurance industries. Throughout the book, you'll learn about a variety of tools for problem-solving and gain the knowledge needed to effectively approach complex problems.\u003c\/p\u003e\u003cp\u003e \u003c\/p\u003e\u003cp\u003eBy the end of this book on AI, you will have the skills you need to write AI and machine learning algorithms, test them, and deploy them for production.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWhat you will learn\u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eImplement data preprocessing steps and optimize model hyperparameters\u003c\/li\u003e\n\u003cli\u003eDelve into representational learning with adversarial autoencoders\u003c\/li\u003e\n\u003cli\u003eUse active learning, recommenders, knowledge embedding, and SAT solvers\u003c\/li\u003e\n\u003cli\u003eGet to grips with probabilistic modeling with TensorFlow probability\u003c\/li\u003e\n\u003cli\u003eRun object detection, text-to-speech conversion, and text and music generation\u003c\/li\u003e\n\u003cli\u003eApply swarm algorithms, multi-agent systems, and graph networks\u003c\/li\u003e\n\u003cli\u003eGo from proof of concept to production by deploying models as microservices\u003c\/li\u003e\n\u003cli\u003eUnderstand how to use modern AI in practice\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWho this book is for\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eThis AI machine learning book is for Python developers, data scientists, machine learning engineers, and deep learning practitioners who want to learn how to build artificial intelligence solutions with easy-to-follow recipes. You'll also find this book useful if you're looking for state-of-the-art solutions to perform different machine learning tasks in various use cases. Basic working knowledge of the Python programming language and machine learning concepts will help you to work with code effectively in this book.\u003c\/p\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 468\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.94 x 9.25 x 7.5 IN\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e October 30, 2020\u003c\/div\u003e\n            ","brand":"BooksCloud","offers":[{"title":"Default Title","offer_id":47439035990237,"sku":"9781789133967","price":71.52,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0811\/9867\/8237\/files\/WDdab01XckVwQTNaSnBsMkkrOGcxUT09_5d281751-20a6-4515-b30c-f4e309f94c21.webp?v=1771427846","url":"https:\/\/handfulofbooks.com\/products\/artificial-intelligence-with-python-cookbook-proven-recipes-for-applying-ai-algorithms-and-deep-learning-techniques-using-tensorflow-2-x-and-pytorch-paperback-1","provider":"Handful of Books","version":"1.0","type":"link"}